What's the Learning Curve for Using AI Agents?
Time to proficiency for approvers, owners, and admins — training plan for the first 30 days.
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Direct answer
Approvers learn in hours (review drafts, click approve/reject). Process owners need 1–2 weeks to tune rubrics. Admins need 2–4 weeks for connectors, logs, and evals.
Key points
- Week 1: shadow mode — agent drafts, human sends manually
- Week 2: Ask enabled — approve in one click
- Week 3–4: tune edge cases; add eval cases
30-day plan
| Week | Focus |
|---|---|
| 1 | Baseline metrics + shadow |
| 2 | Ask live on one queue |
| 3 | Expand sources; tag failures |
| 4 | Regression suite + handoff doc |
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